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Introduction:

Stable Diffusion: There are so many definitions of Stable Diffusion but is simply a Deep learning AI model that generates images from text prompts. It uses a technique called Latent Diffusion which progressively refines noise into an image.

Is an AI Model that generates images from text descriptions. 

Who created Stable Diffusion?

>It was developed by Stability AI and released in 2022.

How Does It Work?

  • Uses deep learning and diffusion technology to create realistic images.
  • Learns patterns from training data to create new images.
  • Can also modify existing images or enhance low resolution images.

*There are now various types of stable diffusion models;

1. Stable Video Diffusion

It is an image-to-video model card. 

Stable Video Diffusion (SVD) image to video is a diffusion model that takes in a still image as a conditioning frame and generates a video from it.

SVD Image to video is a latent diffusion model trained to generate short video clips (4s) from an image conditioning.

2. Stable Audio 2.0

This generates music and sound effects in high quality using cutting-edge audio diffusion technology.

3. Stable Video 3D

Quality 3D object generation from single images.

4. Stable LM 2 1.6B
Experience our cutting edge open access language models.

Some Ethical Considerations

>AI Bias: Be aware that AI models reflect biases from training data.

>Misinformation: Avoid using AI to create misleading images.

>Copyright: Some generated images might resemble copyrighted works.

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